Update app.py

app.py

@@ -71,12 +71,12 @@ def initialize_embeddings():
         return None
 
 @st.cache_resource
-def store_in_qdrant(_chunks, embeddings):
+def store_in_qdrant(_chunks, _embeddings):
     """Store document chunks in a hosted Qdrant instance."""
     try:
         vector_store = Qdrant.from_documents(
             documents=_chunks,
-            embedding=embeddings,
+            embedding=_embeddings,
             url=os.getenv("QDRANT_URL"),
             api_key=os.getenv("QDRANT_API_KEY"),
             collection_name="wikipedia_chunks"